nophead We have solar panels that cover our electricity needs but would be dwarfed by the needs of an air pump and there is no more south facing roof.
We have microbore pipes and a solid ground floor so the radiator pipes are ducted down the downstairs walls, which are behind the wall paper. So putting in bigger pipes would need redecorating the whole of the ground floor.
We have a large East-West roof with panels on both sides and the integral sloping garage roof, 44 in total over 3 arrays (2x GivEnergy and 1 older Growatt FIT array). We've had some good days already this year, yesterday (Sunday) was 48kWh for example, but the heat pump on the same day consumed 29kWh as it was a cold night.
Realistically our solar panels will never cover our electricity needs in the winter, and even if they did, we don't have enough battery capacity nor is the payback on extra batteries worthwhile. But overall over a full year import and export £ it should balance out well enough.
Microbore can be a problem for heat pumps as you need to have a decent flow rate, but there are ways around that with extra pumps etc and heat pump engineers are no longer saying you have to rip it all out and start again at huge disruption.
For us we got a strong push towards the heat pump when the oil tank failed. I could see it was the direction of travel, maybe I was a bit too early and a system installed today would have been cheaper, but I got a generous government grant and its done now. Our overall annual heating and hot water costs are comparable to the oil we had before plus the advantage that I can generate my own, unlike oil !